| Presentation | 2014-03-14 Online Failure Prediction with Accurate Failure Localization in Cloud Infrastructures Hiroshi OTSUKA, Kaustubh Joshi, Matti Hiltunen, Scott Daniels, Yasuhide MATSUMOTO, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | The ability to predict the occurrence of a failure in a large scale IT infrastructure, such as a cloud data center, opens up possibilities to alleviate or completely hide the impact of the failure by taking corrective actions before the failure actually occurs. For example, a VM can be migrated from a failing physical machine to another. However, existing failure prediction methods often do not provide enough information about the location of the failure (e.g., which physical machine) to take meaningful actions. We propose an integrated method that combines the prediction of the occurrence of a failure (of a given type) with the prediction of the location of the failure enabling automated or operator actions. We describe the approach and show initial results in a commercial cloud infrastructure. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Failure Prediction / Failure Diagnosis / Failure Localization |
| Paper # | SC2013-20 |
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| Conference Information | |
| Committee | SC |
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| Conference Date | 2014/3/7(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Services Computing (SC) |
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| Language | ENG |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Online Failure Prediction with Accurate Failure Localization in Cloud Infrastructures |
| Sub Title (in English) | |
| Keyword(1) | Failure Prediction |
| Keyword(2) | Failure Diagnosis |
| Keyword(3) | Failure Localization |
| 1st Author's Name | Hiroshi OTSUKA |
| 1st Author's Affiliation | System Software Laboratory, FUJITSU LABORATORIES LTD.() |
| 2nd Author's Name | Kaustubh Joshi |
| 2nd Author's Affiliation | AT&T Labs-Research |
| 3rd Author's Name | Matti Hiltunen |
| 3rd Author's Affiliation | AT&T Labs-Research |
| 4th Author's Name | Scott Daniels |
| 4th Author's Affiliation | AT&T Labs-Research |
| 5th Author's Name | Yasuhide MATSUMOTO |
| 5th Author's Affiliation | AT&T Labs-Research |
| Date | 2014-03-14 |
| Paper # | SC2013-20 |
| Volume (vol) | vol.113 |
| Number (no) | 496 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |